Learning paths
Every topic to study, mapped by technology and area.
Each path lists its topics in the order they build on one another, with the objectives and key concepts of each.
300 results
AI & Machine Learning
- AI Accountability for DevelopersAssessment covering developer accountability when using AI coding tools. Explores who is responsible when AI-generated code ships and fails, mandatory oversight, bias and silent failure patterns, audit trails, and organizational AI governance.
- AI Agent BuilderComprehensive assessment of AI agent engineering proficiency covering LLM interaction and provider APIs, agent architecture and design patterns, RAG and knowledge systems, multi-agent orchestration, agent safety and evaluation, production agent systems, and advanced agent engineering.
- AI Application DevelopmentComprehensive assessment of AI application development skills covering LLM fundamentals, RAG systems, agent frameworks, evaluation and safety, production deployment, and advanced AI engineering including fine-tuning and RLHF.
- AI Liability for DevelopersAssessment covering the legal liability landscape for developers who use AI tools. Explores EU AI Act, US AI policy, product liability for AI-generated code, GDPR/CCPA implications, high-risk AI system requirements, and incident response legal obligations.
- AI Tools Power UserComprehensive assessment of AI tool proficiency covering fundamentals and model literacy, conversational AI mastery, AI-assisted content creation, AI-powered coding and development, workflow automation and integration, professional AI strategy and ethics, and advanced power techniques.
- AI for Customer SuccessAssesses the ability to leverage AI tools and techniques across the customer success lifecycle — from AI-powered onboarding automation and customer health scoring to churn prediction, engagement intelligence, workflow automation, and strategic CS leadership with AI.
- AI for EngineeringAssesses the ability to leverage AI tools and techniques to boost software engineering productivity — from AI-powered code generation and review to automated testing, intelligent debugging, architecture optimization, and strategic AI adoption across engineering teams.
- AI for FP&AAssesses the ability to leverage AI tools and techniques to transform Financial Planning & Analysis — from AI-powered revenue forecasting and anomaly detection to scenario modeling, NLP-driven insights, automated reporting, and AI governance in finance.
- AI for Finance & AccountingMaster AI-powered finance and accounting — from AP/AR automation and intelligent close processes to predictive cash flow, anomaly detection, audit AI, and strategic CFO leadership with AI.
- AI for HR OperationsMaster AI-powered HR operations: people analytics, talent acquisition automation, employee lifecycle management, performance systems, and workforce optimization for modern HR professionals.
- AI for Product ManagementAssesses the ability to leverage AI tools and techniques across the product management lifecycle — from AI-powered backlog prioritization and user behavior analysis to churn prediction, product experimentation automation, competitive intelligence, and AI product strategy.
- AI for RecruitingMaster AI-powered recruiting tools and techniques — from automated sourcing and intelligent screening to interview analytics, predictive hiring, and ethical AI strategy for talent acquisition.
- AI for SalesAssesses the ability to leverage AI tools and techniques to accelerate sales performance — from AI-powered prospecting and lead scoring to LLM-assisted outreach, deal prediction, and sales coaching automation.
- AI/ML EngineerComprehensive AI/ML engineering assessment covering data and feature engineering, model development from classical ML to deep learning, LLM and generative AI systems, production ML serving, MLOps infrastructure, and responsible AI practices.
- Anthropic Claude CertificationAssesses readiness for Anthropic's Claude certifications (Developer and Architect Foundations) — covering the Claude API, prompt engineering, tool use, the Model Context Protocol, Claude Code and the Agent SDK, agentic architecture, and evaluation, safety, and deployment planning.
- Designing Machine Learning SystemsEnd-to-end ML systems design based on Chip Huyen's book: ML use-case framing, data engineering, training data, feature engineering, model development and offline evaluation, deployment, distribution shifts and monitoring, continual learning, feature stores, ML platforms, and responsible AI.
- LLM Fine-Tuning & RAGComprehensive assessment covering large language model fundamentals, fine-tuning techniques (LoRA, QLoRA, PEFT), retrieval-augmented generation architecture, vector databases, embeddings, prompt engineering, evaluation metrics, inference optimization, deployment, guardrails, agent frameworks, and multimodal models.
- MLOpsComprehensive MLOps assessment covering experiment tracking, ML pipelines, model serving, monitoring, infrastructure, and governance for production machine learning systems.
- Machine LearningComprehensive machine learning assessment covering statistics, classical ML, deep learning, MLOps, advanced techniques, and production ML systems.
- Prompt EngineeringComprehensive prompt engineering assessment covering fundamentals of LLM interaction, advanced techniques like chain-of-thought and self-consistency, RAG architecture, evaluation and testing, agentic systems, and production deployment.
Data & Analytics
- Apache AirflowMaster Apache Airflow, the open-source workflow orchestration platform. Learn to build, schedule, and monitor complex data pipelines and ETL workflows. From DAG fundamentals and operators to production deployment and scaling, become proficient in designing robust workflow orchestration systems.
- Apache KafkaMaster distributed event streaming with Apache Kafka. Learn core architecture, producer and consumer APIs, stream processing with Kafka Streams and KSQL, cluster operations, security, and performance optimization for building scalable real-time data pipelines.
- Business Intelligence AnalystComprehensive business intelligence assessment covering data foundations, SQL and data modeling, ETL and data pipelines, visualization and dashboards, statistical analysis, data governance, and expert BI strategy.
- Data AnalystComprehensive Data Analyst assessment covering SQL querying, statistical analysis, data visualization, data wrangling, business acumen, and advanced analytics techniques.
- Data EngineerComprehensive Data Engineer assessment covering pipeline design, data modeling and storage, SQL transformations, streaming and real-time processing, infrastructure operations, and data governance.
- Data Solutions ArchitectComprehensive Data Solutions Architect assessment covering data modeling, pipeline architecture, storage and compute, data governance, real-time streaming, and data strategy.
- Database InternalsDeep assessment of database storage engine internals based on Alex Petrov's Database Internals: page layout and file formats, B-Tree and B+Tree structures, LSM-trees and immutable storage, buffer management and recovery, transaction processing and concurrency control, and core distributed storage primitives.
- DatabricksComprehensive Databricks assessment covering lakehouse fundamentals, Apache Spark and PySpark, Delta Lake and Unity Catalog, SQL and analytics, ML and feature engineering, and cluster management and operations.
- FivetranComprehensive Fivetran assessment covering connector setup and configuration, data replication strategies (log-based CDC, incremental, full sync), schema management and evolution, transformations and dbt integration, security and governance controls, and operational monitoring and cost optimization.
- Fundamentals of Data EngineeringAssessment of data engineering fundamentals based on Reis & Housley: the data engineering lifecycle (generation, storage, ingestion, transformation, serving), its undercurrents, source systems, storage abstractions, ingestion patterns, modeling, serving data, and architecture & technology trade-offs.
- Google BigQueryMaster cloud-based data warehousing with Google BigQuery. Learn to design schemas, optimize SQL queries, build ETL pipelines, implement machine learning models, and establish security & governance best practices for enterprise analytics.
- InformaticaMaster cloud-based enterprise data integration and transformation platform. Learn cloud fundamentals, mapping design, advanced transformations, data quality governance, security administration, and performance optimization. Proficiency spans B2B and B2C integration pipelines, real-time streaming, and enterprise-scale operations.
- LookerComprehensive Looker assessment covering LookML fundamentals (views, dimensions, measures, models, explores), data modeling with joins and refinements, derived tables and PDTs, dashboard design and embedding, administration and governance, and advanced LookML patterns including Liquid templating and the Looker API.
- ML ArchitectAdvanced role for architects designing and building enterprise machine learning systems. Master ML theory and foundations, model architecture and design patterns, data pipelines and feature engineering, model deployment and operations, ethics and governance, and enterprise ML systems to lead large-scale AI initiatives.
- MetabaseComprehensive Metabase assessment covering the question builder and custom columns, SQL native queries with variables and snippets, dashboard design with filters and click behavior, data model configuration and collection permissions, static and interactive embedding with API integration, and administration including caching, user management, and upgrade operations.
- Power BIComprehensive Power BI assessment covering data modeling and star schema design, DAX measures and advanced calculations, Power Query transformations and M language, report design and interactive visualizations, workspace governance and row-level security, and dataflows, deployment pipelines, and embedded analytics.
- SQLComprehensive SQL assessment covering SELECT queries, joins, aggregations, DDL, data modeling, window functions, stored procedures, query optimization, and partitioning.
- SnowflakeComprehensive Snowflake Data Cloud assessment covering three-layer architecture, SQL extensions, data loading and integration, data protection and sharing, performance and cost optimization, security and governance, Snowpark, Iceberg tables, Data Clean Rooms, Marketplace, and Dynamic Tables.
- TableauComprehensive Tableau assessment covering data connections and preparation, visual analytics fundamentals, calculated fields and LOD expressions, dashboard design and interactivity, Tableau Server/Cloud administration, and advanced analytics and extensions.
- dbtComprehensive dbt (data build tool) assessment covering project structure, models, sources, materializations, testing, documentation, Jinja/macros, incremental strategies, model governance, CI/CD, dbt Cloud, Semantic Layer, MetricFlow, dbt Mesh, unit testing, Python models, and analytics engineering best practices.
Management & Leadership
- Change ManagementComprehensive change management assessment covering readiness assessment, strategy planning, execution and adoption, sustainment and reinforcement, and enterprise change leadership.
- Executive LeadershipComprehensive executive leadership assessment covering strategic thinking, board governance, organizational design, culture and values, crisis resilience, and transformational leadership.
- Operations ManagementComprehensive operations management assessment covering process design, continuous improvement, operational metrics, scaling operations, and operational excellence strategy.
- Organizational DesignComprehensive organizational design assessment covering structural analysis, model design, role architecture, reorganization execution, and advanced OD including agile organizations, M&A integration, and future-of-work design.
- People ManagementComprehensive people management assessment covering management foundations, feedback and communication, team development, performance management, team building and culture, and scaling leadership.
- Program ManagementComprehensive program management assessment covering governance and setup, cross-workstream delivery, executive stakeholder management, benefits realization, and large-scale transformation programs.
- Project ManagementComprehensive project management assessment covering planning and initiation, execution and delivery, risk and issue management, stakeholder communication, methodology selection, and PMO-level portfolio strategy.
- Stakeholder ManagementComprehensive stakeholder management assessment covering identification and analysis, engagement strategy, influence and persuasion, conflict resolution, and executive-level stakeholder management.
- Strategic PlanningComprehensive strategic planning assessment covering market analysis, strategy formulation, execution through OKRs, stakeholder communication, and adaptive strategy evolution.
Sales
- Account ExecutiveComprehensive account executive assessment covering discovery and qualification, solution selling, pipeline management, competitive selling, account planning, and enterprise sales.
- Account-Based Selling (ABS)Strategic approach to B2B sales targeting high-value accounts with coordinated, personalized campaigns. Master ABM strategy, target account selection, multi-threaded campaigns, account intelligence, stakeholder engagement, and executive selling to close complex enterprise deals.
- Business DevelopmentComprehensive business development assessment covering market research, lead generation, partnerships, strategic planning, deal structuring, and BD leadership.
- Challenger SaleTeach-Tailor-Take Control (TTTC) methodology for disrupting customer thinking and driving commercial insight. Master perspective-building, customer reframing, and controlled pressure application in complex sales.
- Consultative SellingSolution-focused selling methodology based on deep understanding of customer needs and business challenges. Master discovery, active listening, solution design, ROI justification, and long-term partnerships.
- Conversational Selling (WhatsApp & Chat)The discipline of selling via WhatsApp, DMs, and chat — the dominant B2C and SMB B2B channel in LATAM. Master WhatsApp Business setup, LGPD/opt-in compliance, DM etiquette, response-time discipline, script sequencing, broadcast strategy, multi-channel DM (Instagram, Facebook, LinkedIn), and light automation that preserves human feel.
- Enterprise Sales StrategyStrategic approach to selling complex solutions to large organizations with multi-stakeholder buying committees and extended sales cycles. Master buying committee dynamics, procurement practices, RFP response, contract negotiation, partnership development, and long-term account growth.
- Inside Sales / TelevendasHigh-velocity, phone-and-chat-led full-cycle selling from a home base or contact center — the most common SMB first sales hire and LATAM-dominant sales motion. Master call craft, talk tracks, phone objection handling, CRM hygiene, pipeline velocity, quota math, and blended email+phone+WhatsApp cadences.
- Key Account Management (KAM)Strategic management of existing high-value (top 10-20%) customer accounts. Master account planning, multi-stakeholder navigation, QBR mastery, whitespace expansion, political dynamics, and commercial negotiation at renewal. Distinct from Account-Based Selling (which is acquisition-side) — KAM is protect-and-grow craft for the book of strategic accounts.
- Pre-Sales EngineerComprehensive Pre-Sales Engineer assessment covering technical discovery, demos, RFP responses, POC execution, objection handling, and strategic selling.
- Renewal & Expansion Selling (NRR Mastery)The seller craft of growing existing customer revenue — renewal forecasting, churn signal reading, upsell/cross-sell plays, multi-year negotiation, save plays, and price-increase conversations. Distinct from Customer Success (which is about adoption/health). This is about driving Net Revenue Retention >=110%.
- SDR / ProspectingComprehensive SDR and prospecting assessment covering cold outreach, lead research, pipeline building, qualification frameworks, objection handling, and SDR process metrics.
- SMB/Mid-Market SalesSales strategies for small and mid-sized businesses with faster decision cycles, owner involvement, and budget constraints. Master the unique dynamics of SMB buying, direct owner engagement, rapid deal closing, and value-focused selling.
- Sales Compensation & IncentivesDesigning, implementing, and managing sales compensation plans, incentive structures, and quota systems for sales teams. Covers OTE design, commission rates, accelerators, quota setting, and behavioral incentives to drive the right sales outcomes.
- Sales EngineerAssesses the ability to articulate technical value propositions, deliver product demonstrations, and build credibility with technical buyers. Critical for high-ticket enterprise deals.
- Sales LeadershipComprehensive sales leadership assessment covering team building, performance management, revenue forecasting, territory and quota design, sales strategy, and CRO-level leadership.
- Sales Manager (First-Line)Managing sales teams with focus on coaching, quota attainment, and team development. Leading front-line sales execution through effective one-on-ones, performance management, territory design, and pipeline governance.
- Sales Methodology MasteryFluency across the six dominant B2B sales methodologies: SPIN, MEDDIC/MEDDPICC, Challenger, Sandler, Gap Selling, and Value Selling — plus the meta-skill of knowing when to apply which. Essential literacy for any modern AE, sales manager, or sales enablement leader.
- Sales NegotiationComprehensive sales negotiation assessment covering negotiation fundamentals, pricing strategy, objection handling, contract execution, complex deal strategy, and closing techniques.
- Sales Prospecting TechniquesAdvanced research methods, list building, and outreach strategies for effective prospecting. Master target selection, intelligence gathering, cold outreach, warm introductions, and pipeline management.
- Solution SellingSelling integrated solutions combining products, services, expertise, and implementations. Master solution architecture, complex stakeholder alignment, ROI modeling, and deal structuring for enterprise solutions.
- Technical SalesComprehensive technical sales assessment covering discovery, solution positioning, demos and POCs, proposals, account strategy, and sales leadership.
- VP of SalesSales strategy, team leadership, and revenue targets. Building and scaling sales operations for growth
Cloud & DevOps
- AWSComprehensive AWS Cloud assessment covering cloud foundations, IAM, compute, networking, storage, databases, serverless architecture, security, monitoring, and cost optimization.
- Cloud EngineerComprehensive Cloud Engineer assessment covering cloud foundations, infrastructure provisioning, networking, security, cost optimization, and advanced multi-cloud architecture patterns.
- Cloud Native PatternsCloud-native application design assessment covering the principles of cloud-native, the 12-factor app, externalized state and configuration, request/response and event-driven interaction, application-level resilience, the application platform, and operability — based on Cornelia Davis's Cloud Native Patterns and CNCF principles. App design focus, not infrastructure operations.
- DevOpsComprehensive DevOps assessment covering CI/CD pipelines, Infrastructure as Code, containerization, monitoring, platform engineering, and SRE practices.
- KubernetesComprehensive Kubernetes assessment covering core concepts, workload management, networking, cluster operations, advanced patterns, and expert-level internals.
- Platform EngineerComprehensive Platform Engineer assessment covering developer experience, container orchestration, infrastructure as code, CI/CD platform design, observability, and platform strategy.
Security & Cybersecurity
- Application Security EngineerAssesses the ability to integrate security into software development — secure code review, threat modeling, SAST/DAST, and security architecture for applications.
- Building Secure and Reliable SystemsAssessment of the intersection of security and reliability based on Google's *Building Secure and Reliable Systems*: designing for understandability, least privilege and zero-trust, resilience and recovery, securing the software lifecycle, investigating and defending running systems, and building a culture of security and reliability.
- Cloud Security EngineerAssesses cloud-specific security — IAM hardening, CSPM, container security, and compliance automation in AWS/Azure/GCP.
- Cybersecurity EngineerComprehensive Cybersecurity Engineer assessment covering security fundamentals, vulnerability management, identity and access, threat detection and response, application and cloud security, and security strategy.
- DevSecOps EngineerAssesses the ability to embed security practices into CI/CD pipelines, infrastructure, and development workflows. Covers secure coding, pipeline hardening, infrastructure security, runtime protection, compliance automation, and security strategy.
- Web Application SecurityHands-on web application security assessment covering the OWASP Top 10, injection and XSS, authentication and access control, data protection, advanced server-side attacks, and API security.
Executive
- Board of Directors ManagementBoard governance, effective director relationships, and board-level oversight. Managing board dynamics and maximizing board value through transparent communication, strong governance, and effective director development.
- Chief Financial Officer (CFO)Strategic financial leadership covering financial strategy, capital management, fiscal responsibility, and board-level financial governance. Prepares finance leaders for C-suite roles.
- Chief Human Resources Officer (CHRO)People strategy, organizational development, and talent management. Building high-performing teams and organizational culture.
- Chief Marketing Officer (CMO)Marketing strategy, brand leadership, revenue contribution, and market positioning at executive level
- Chief Operations Officer (COO)Operational excellence, process optimization, and business execution. Scaling operations and driving efficiency across the entire organization.
- Chief Revenue Officer (CRO)Revenue strategy unifying sales, marketing, and customer success. Orchestrating cross-functional revenue growth through GO-TO-MARKET alignment, sales infrastructure, customer expansion, market penetration, pricing strategy, and revenue analytics.
- Chief Technology Officer (CTO)Strategic technology leadership covering technology vision, architecture governance, engineering team leadership, and digital transformation. Spans tech strategy, team scaling, innovation, and executive communication.
- Crisis Management & Business ContinuityLeadership during crises, stakeholder communication, and organizational resilience. Managing organizational response to critical incidents including crisis response, decision-making under pressure, business continuity planning, and recovery strategy.
- Digital Transformation ExecutiveLeading enterprise digital transformation initiatives. Technology strategy, change management, and legacy modernization.
- Executive Presence & CommunicationLeadership presence, executive communication, and stakeholder influence. Building credibility and communicating with impact across all organizational levels and external audiences.
- Fractional Chief/AdvisorServing as part-time executive advisor or interim leader. Strategic consulting, board advising, and interim leadership.
- Investor Relations & Capital RaisingManaging investor relationships, capital raising strategies, and investor communications. Building investor confidence and securing growth capital through effective pitch strategy, due diligence management, valuation negotiation, and IPO preparation.
- Mergers & Acquisitions (M&A) StrategyStrategic approach to mergers, acquisitions, and integration. Executing M&A transactions and post-merger integration to achieve strategic objectives and unlock shareholder value.
- Succession Planning & Talent DevelopmentBuilding and developing leadership pipeline for organizational continuity. Identifying and developing future leaders through strategic talent management, mentoring, and knowledge transfer.
- VP of EngineeringStrategic engineering leadership with P&L responsibility. Building high-performing teams, scaling operations, and driving technology strategy.
- VP of ProductStrategic product leadership and vision. Managing product portfolio, market strategy, and cross-functional teams.
Programming Languages
- C/C++Comprehensive C/C++ assessment covering C fundamentals, object-oriented programming, templates, STL containers and algorithms, memory management, smart pointers, move semantics, multithreading, metaprogramming, and modern C++ features (C++11 through C++23).
- GoComprehensive Go (Golang) assessment covering language fundamentals, data structures, interfaces, concurrency, standard library, advanced patterns, and runtime internals.
- JavaComprehensive Java assessment covering language fundamentals, core APIs, concurrency, JVM internals, frameworks, and modern Java features.
- JavaScript & TypeScriptComprehensive JS/TS assessment from core language mechanics through advanced type-level programming, runtime internals, and expert metaprogramming patterns.
- PythonComprehensive Python assessment covering fundamentals through expert-level topics including async programming, metaclasses, and CPython internals.
- RustComprehensive Rust assessment covering ownership and borrowing, memory safety, traits and generics, error handling, concurrency, systems programming, unsafe code, macros, and performance optimization.
Engineering Leadership
- Code ReviewAssessment covering code review mastery — from effective PR workflow and feedback quality to security review, architecture analysis, and performance bottleneck detection. Heavily weighted toward reviewing AI-generated code, including patterns LLMs commonly get wrong.
- Engineering ManagerComprehensive Engineering Manager assessment covering team building, delivery management, people management, technical strategy, organizational design, and engineering leadership.
- Product OwnerComprehensive Product Owner assessment covering discovery, backlog management, prioritization, metrics, stakeholder management, and product strategy.
- QA Automation EngineerComprehensive QA Automation Engineer assessment covering testing fundamentals, test automation frameworks, CI/CD integration, specialized testing, quality engineering, and QA strategy & leadership.
- Tech LeadComprehensive Tech Lead assessment covering architecture, code quality, technical debt management, mentoring, incident management, and systems thinking.
Compliance & Governance
- Chief Compliance OfficerAssesses C-level compliance leadership — regulatory strategy, enterprise risk governance, compliance program design, and board-level reporting in the post-2024 regulatory environment (AI Act, SEC disclosure, ESG mandates).
- Corporate GovernanceComprehensive corporate governance assessment covering board effectiveness, shareholder relations, governance frameworks, ethics and accountability, and strategic governance oversight.
- Data Privacy & ComplianceComprehensive data privacy assessment covering regulatory knowledge, privacy program design, operational privacy management, technical privacy controls, and privacy leadership.
- Internal AuditComprehensive internal audit assessment covering audit planning, execution, reporting, specialized audit areas, analytics and technology, and audit function leadership.
- Quality ManagementComprehensive quality management assessment covering QMS design, statistical tools, audit management, continuous improvement, and strategic quality excellence.
- Regulatory ComplianceComprehensive regulatory compliance assessment covering regulatory landscape interpretation, compliance program design, monitoring and testing, investigation and response, and compliance leadership.
- Risk ManagementComprehensive risk management assessment covering risk identification, analysis, response, monitoring, specialized risk domains, and enterprise risk management leadership.
DevOps & Infrastructure
- Accelerate: DevOps Metrics & Delivery ScienceResearch-backed assessment based on Accelerate (Forsgren, Humble & Kim): the four key delivery metrics, the 24 capabilities, Westrum organizational culture, continuous delivery, lean management and product development, transformational leadership, and the science behind the DORA findings.
- CI/CD EngineeringComprehensive CI/CD engineering assessment covering pipeline design, build and test automation, deployment strategies, container workflows, pipeline security, infrastructure as code integration, observability, and enterprise-scale patterns for continuous delivery.
- Docker & ContainersComprehensive Docker and containerization assessment covering container fundamentals, Dockerfile best practices, image optimization, Docker Compose, networking, volumes, orchestration with Swarm, security hardening, and production deployment patterns.
- Observability EngineerAssesses the ability to design and implement monitoring, logging, tracing, and alerting systems that provide deep system visibility. Covers Prometheus, Grafana, OpenTelemetry, ELK stack, SLO-based alerting, eBPF kernel observability, AIOps, and observability strategy at scale.
- Release Engineering & Production StabilityProduction stability and resilience assessment based on Michael Nygard's Release It! — integration points and failure modes, stability antipatterns, stability patterns, capacity and performance, production operations, and resilience and chaos engineering.
- Terraform & Infrastructure as CodeComprehensive Terraform assessment covering HCL syntax, resource and provider management, state management, module composition, cloud infrastructure patterns, CI/CD automation, testing, drift detection, and enterprise-scale IaC practices.
Data Engineering
- Analytics EngineerAssesses the ability to transform raw data into trusted, well-modeled analytics-ready datasets. Bridges data engineering and data analysis.
- Apache SparkComprehensive Apache Spark assessment covering distributed computing fundamentals, RDDs and DataFrames, Spark SQL, structured streaming, MLlib, performance tuning, and production deployment patterns.
- Data GovernanceComprehensive Data Governance assessment covering governance frameworks, data quality management, metadata and catalogs, privacy and regulatory compliance, data architecture and lineage, and enterprise governance strategy.
- ETL/ELT ArchitectureComprehensive ETL/ELT assessment covering data extraction patterns, transformation logic, loading strategies, pipeline orchestration, change data capture, data quality, warehouse and lake architectures, and enterprise data governance.
- ElasticsearchComprehensive Elasticsearch assessment covering core search concepts, indexing and mappings, full-text and structured querying, aggregations, cluster operations, performance tuning, ingest pipelines, index lifecycle management, security, and the ELK stack.
- MongoDBComprehensive MongoDB / NoSQL assessment covering the document model, CRUD operations, query operators, indexing strategies, aggregation pipelines, schema design patterns, replication, sharding, transactions, security, and production performance tuning.
- Redis & CachingComprehensive Redis and caching assessment covering data structures, persistence, replication, clustering, caching strategies, eviction policies, Pub/Sub, transactions, Lua scripting, and production operations including monitoring and security.
- Streaming SystemsComprehensive assessment of streaming data semantics based on Akidau, Chernyak & Lax's Streaming Systems: batch vs streaming, the stream/table duality, event-time vs processing-time, windowing, watermarks, triggers, accumulation modes, exactly-once processing, stateful pipelines, and the Beam/Dataflow model.
Product Management
- AI Product ManagerAssesses product management for AI-powered products — LLM integration, responsible AI, evaluation, and AI-native user experiences. Covers AI literacy, product design for AI features, evaluation and quality metrics, responsible AI practices, AI operations, and AI product strategy.
- Growth Product ManagerComprehensive Growth Product Manager assessment covering growth foundations, acquisition loops, activation and retention, experimentation, monetization, and growth leadership.
- Product ManagerComprehensive Product Manager assessment covering product management foundations, discovery and problem definition, delivery and roadmaps, data-driven decisions, product strategy, and product leadership.
- Product Operations ManagerAssesses the ability to optimize product team workflows, tooling, data infrastructure, and cross-functional processes — the operational backbone of modern product organizations.
- Product Team LeadLeading cross-functional product teams. Roadmap leadership, stakeholder management, and team execution.
- Technical Product ManagerComprehensive assessment for Technical Product Managers covering product fundamentals, strategy, technical development, prioritization, stakeholder management, data analytics, and technical product leadership.
Backend & Architecture
- API Design & ArchitectureComprehensive API design assessment covering REST fundamentals, resource modeling, authentication and security, documentation with OpenAPI, versioning strategies, advanced patterns (GraphQL, gRPC, webhooks), caching, API gateways, and governance.
- Backend EngineerComprehensive backend engineering assessment covering API design, data persistence, authentication and security, architecture patterns, production readiness, and distributed systems.
- Event-Driven ArchitectureComprehensive event-driven architecture assessment covering event fundamentals, schemas and data contracts, stream processing, event sourcing and CQRS, choreography and sagas, and the reliability guarantees behind eventual consistency. Based on Adam Bellemare's Building Event-Driven Microservices.
- Flow ArchitecturesAssessment of flow architectures — real-time, event-driven integration across organizational boundaries. Covers the concept of flow and its value chain, event-driven integration, standard event interfaces (CloudEvents), the economics of monetizing event streams, Wardley-map-based evolution prediction, the event mesh, composability, security and agency, and the future of integration.
- Full-Stack EngineerComprehensive Full-Stack Engineer assessment covering frontend development, backend development, data layer design, DevOps practices, system architecture, and production operations. Evaluates the ability to deliver end-to-end features across the entire stack.
- PHP & LaravelComprehensive PHP and Laravel assessment covering PHP fundamentals, object-oriented programming, Laravel routing and controllers, Eloquent ORM, authentication, authorization, queues, events, testing, API development, performance optimization, and production deployment.
- Ruby on RailsComprehensive Ruby on Rails assessment covering Ruby language fundamentals, Rails conventions and architecture, Active Record and database modeling, controllers and views, authentication and authorization, background jobs, caching, testing, performance optimization, deployment, and security best practices.
- Solutions ArchitectComprehensive Solutions Architect assessment covering requirements analysis, integration architecture, security design, scalability, cloud patterns, and enterprise architecture.
- System DesignComprehensive system design assessment covering requirements gathering, scalability, distributed systems, data architecture, design patterns, and global-scale engineering.
GTM & Revenue Ops
- Channel & Partner SalesComprehensive channel and partner sales assessment covering partner recruitment, relationship management, co-selling, channel economics, and ecosystem strategy.
- Customer ExperienceComprehensive customer experience assessment covering journey mapping, CX measurement, voice of customer programs, experience design, and CX strategy and transformation.
- Customer Success ManagementComprehensive customer success assessment covering onboarding, health management, retention and churn prevention, expansion and growth, CS operations, and CS strategy and leadership.
- Growth & Demand GenerationComprehensive demand generation assessment covering channel strategy, campaign execution, attribution analytics, account-based marketing, and growth strategy and operations.
- Product MarketingComprehensive product marketing assessment covering positioning and messaging, competitive intelligence, product launches, sales enablement, market research, and PMM strategy and leadership.
- Revenue OperationsComprehensive revenue operations assessment covering CRM architecture, process design, GTM analytics, territory and capacity planning, forecasting infrastructure, and RevOps strategy.
- Sales EnablementComprehensive sales enablement assessment covering content development, training and coaching, methodology adoption, enablement technology, and enablement strategy and operations.
Finance
- Accounting & ComplianceComprehensive accounting and compliance assessment covering accounting standards, financial close, internal controls, audit and SOX, tax and regulatory, and accounting leadership.
- Agricultural Finance & CreditComprehensive agricultural finance assessment covering ag finance fundamentals, rural credit and lending, financial instruments, crop and livestock insurance, price and production risk, investment and capital, and governance and compliance.
- Commodities TradingComprehensive commodities trading assessment covering market fundamentals, physical versus paper trading, futures and derivatives, trading strategies, market analysis, trading operations, and regulation.
- Commodity Risk & HedgingComprehensive commodity risk and hedging assessment covering price risk fundamentals, hedging instruments, basis and spread risk, hedge program design, risk measurement and analytics, counterparty and credit risk, and hedge accounting and reporting.
- Compensation & BenefitsAssesses compensation and benefits expertise from salary structures and benefits design to pay equity compliance and total rewards strategy.
- Controller / Accounting ManagerAssesses ability to manage accounting operations, ensure financial accuracy, and maintain compliance and internal controls.
- ESG & Sustainable FinanceComprehensive ESG and sustainable finance assessment covering ESG fundamentals, climate risk and TCFD, sustainable investment strategies, regulatory frameworks, ESG reporting standards, impact measurement, and expert-level ESG strategy and governance.
- FP&A (Financial Planning & Analysis)Comprehensive FP&A assessment covering budgeting, forecasting, cost management, business partnering, executive reporting, and strategic finance.
- FX & Treasury for Global BusinessComprehensive FX and corporate treasury assessment covering treasury fundamentals, FX exposure management, hedging instruments, cash and liquidity management, funding and investment, risk and controls, and treasury operations and technology.
- Finance Operations for SMBHands-on finance operations for small and medium businesses. Master bookkeeping, billing and invoicing cycles, AR/AP and collections, cash flow management, month-end close and management reporting, plus Brazil tax compliance awareness (Simples Nacional, Lucro Presumido, Lucro Real, NF-e, PIS/COFINS) to close books without being asked twice.
- Financial AnalysisComprehensive financial analysis assessment covering financial statements, ratio analysis, financial modeling, valuation, variance analysis, and financial presentation.
- Trade FinanceComprehensive trade finance assessment covering fundamentals, letters of credit and documentary collections, guarantees and standby LCs, supply chain finance, structured commodity finance, trade risk and compliance, and documentation and Incoterms 2020.
- Wealth Management AdvisorComprehensive wealth management assessment covering client assessment and KYC, investment planning, tax and estate planning, risk management and insurance, portfolio construction, client relationship management, and expert wealth strategy for UHNW clients.
Marketing
- Brand ManagerComprehensive Brand Manager assessment covering brand foundations, positioning, brand experience, campaign activation, brand health measurement, and brand strategy leadership.
- Content StrategistComprehensive Content Strategist assessment covering content foundations, audience and messaging, editorial planning, content production, distribution and analytics, and content leadership.
- CopywritingAssesses copywriting skills from headline craft and persuasion frameworks to conversion-rate optimization and brand voice strategy.
- Creative DirectionAssesses creative direction competencies from visual design fundamentals and brand identity to campaign creative, digital design, creative process management, and creative leadership.
- Field Marketing ManagerComprehensive Field Marketing Manager assessment covering field marketing foundations, event planning and execution, regional campaigns, channel and sales alignment, pipeline measurement, and strategic field marketing leadership.
- Marketing Generalist / ExecutorThe hands-on marketer who runs a small team (or is the team). Executes content, community, events, email, landing pages, and partnerships with discipline. Moves the needle on pipeline instead of producing reports. Built for founders whose one marketer must ship, measure, and iterate weekly.
- Marketing Team LeadLeading marketing teams and campaigns. Campaign management, team coaching, and marketing strategy execution for managers overseeing marketing teams.
- PR & Communications ManagerComprehensive PR & Communications Manager assessment covering media foundations, messaging and storytelling, media relations, analyst and influencer relations, crisis communications, and strategic communications leadership.
- Paid Ads / Performance MarketingComprehensive paid advertising assessment covering search advertising, social platforms, programmatic buying, campaign optimization, measurement and attribution, and full-funnel paid media strategy.
- SEO Specialist/ManagerComprehensive SEO assessment covering search fundamentals, keyword and content strategy, technical SEO, link and authority building, measurement and experimentation, and strategic SEO leadership.
- Social Media MarketingComprehensive social media marketing assessment covering platform strategy, content creation, community management, organic growth, influencer marketing, and social analytics.
Frontend
- Accessibility (a11y)Comprehensive accessibility assessment covering disability models, WCAG standards, semantic HTML and ARIA, automated and manual testing, inclusive design, color contrast, media accessibility, and organizational accessibility strategy.
- Frontend EngineerComprehensive Frontend Engineer assessment covering web fundamentals, component architecture, performance optimization, testing strategies, modern tooling, and advanced browser capabilities. Evaluates the full spectrum from HTML/CSS/JS foundations through micro-frontends and browser internals.
- ReactComprehensive React assessment covering component fundamentals, hooks, advanced patterns, state management, performance optimization, and expert-level internals including concurrent features and server components.
Consulting & Strategy
- Business AnalystComprehensive business analyst assessment covering requirements engineering, process analysis, data analysis and visualization, stakeholder management, solution design, Agile delivery, and expert BA practice including enterprise architecture and strategic roadmapping.
- Corporate StrategyComprehensive corporate strategy assessment covering strategic analysis, competitive strategy, growth strategy, financial strategy, organizational design, innovation and transformation, and expert strategic leadership.
- Management ConsultantComprehensive management consulting assessment covering problem structuring, quantitative analysis, strategy frameworks, client engagement, implementation planning, and business development — from analyst to partner-level consulting competence.
- Market Entry & Global ExpansionComprehensive assessment of market entry and global expansion covering globalization fundamentals, market selection and research, entry modes, go-to-market strategy, legal/tax/regulatory setup, operations and localization, and risk and performance management.
People & HR
- Head of People / Chief People OfficerAssesses the ability to build, scale, and optimize organizational culture, talent management, and people operations. A critical leadership role in every company beyond 50 employees.
- People OperationsComprehensive People Operations assessment covering employee lifecycle, employee relations, policy and compliance, culture and engagement, HRIS and analytics, and HR strategy.
- Recruiting / Talent AcquisitionComprehensive recruiting and talent acquisition assessment covering sourcing, screening, interviewing, employer branding, offer management, and recruiting operations.
Enterprise Systems
- Microsoft Dynamics 365 Finance & OperationsCertification-grade assessment path covering Microsoft Dynamics 365 Finance & Operations, aligned with the MB-300 (Unified Operations Plan core) and MB-310 (Finance) exams. Topics span platform architecture and Lifecycle Services (LCS), legal entities, General Ledger configuration, Accounts Payable and Receivable, budgeting and budget control, fixed assets, cost accounting, sales tax, consolidations, foreign currency revaluation, financial reporting via Management Reporter, and the Data Management Framework (DMF) together with role-based security and Electronic Reporting (ER).
- Oracle Fusion Cloud ERPCertification-grade Oracle Fusion Cloud ERP assessment covering SaaS architecture, Functional Setup Manager, enterprise structures, General Ledger, Subledger Accounting, Payables, Receivables, Expenses, Cash Management, Procurement, OTBI/BI Publisher reporting, FBDI data loads, REST/OIC integrations, security, flexfields, and sandboxes.
- SAP ABAP DevelopmentCertification-grade assessment covering the full SAP ABAP development stack: ABAP language fundamentals, data modeling with DDIC and CDS views, Object-Oriented ABAP, classic and modern UI frameworks (ALV, dynpro, RAP, Fiori/OData), enhancement and integration techniques (BAdIs, IDocs, RFC, BAPIs), and ABAP Cloud practices including released APIs, clean-core compliance, ATC quality gates, and ADT tooling — aligned with the SAP Certified Development Associate exam for ABAP with SAP NetWeaver and ABAP Cloud.
- SAP BASIS AdministrationCertification-grade assessment covering SAP BASIS and NetWeaver system administration for S/4HANA landscapes: architecture, installation via SWPM, system monitoring, transport management (TMS), user and authorization administration (PFCG/SU01), HANA database operations, backup and recovery, high availability, SAP on cloud (RISE/BTP), and end-to-end lifecycle operations — aligned with the SAP Certified Technology Associate exam for SAP S/4HANA System Administration and NetWeaver BASIS.
- SAP S/4HANA Finance (FICO)Certification-grade assessment covering SAP S/4HANA Finance and Controlling: Universal Journal (ACDOCA), General Ledger, Accounts Payable, Accounts Receivable, new Asset Accounting, Management Accounting (CO), Bank Accounting, period-end close, ACDOCA data model migration, Business Partner conversion, SAP Fiori for Finance, Central Finance, FI-MM/SD integration, and parallel accounting — aligned with the SAP Certified Application Associate exam for S/4HANA Financial Accounting.
- SAP S/4HANA Sales & Distribution (SD)Certification-grade assessment covering SAP S/4HANA Sales and Distribution: organizational structure, Business Partner and material master, the condition technique and pricing, sales order management with ATP, delivery and shipping, billing with FI/CO integration, and special processes including consignment, third-party, credit management, SAP Fiori sales apps, and S/4HANA simplification items — fully aligned with the SAP Certified Application Associate — SAP S/4HANA Sales / Order Management exam.
- SAP S/4HANA Sourcing & Procurement (MM)Certification-grade assessment covering SAP S/4HANA Sourcing and Procurement (MM): organizational structure, material master, Business Partner (vendor), the full procure-to-pay cycle from purchase requisition through invoice verification and GR/IR clearing, inventory management with valuation and special stocks, sourcing optimization, Logistics Invoice Verification with FI-MM account determination (OBYC), and S/4HANA-specific changes including the MATDOC data model, Fiori procurement apps, the MM simplification list, and Ariba/guided buying integration — aligned with the SAP Certified Application Associate — SAP S/4HANA Sourcing and Procurement exam.
- SAP SuccessFactorsCertification-grade assessment covering the SAP SuccessFactors Employee Central Core: platform foundation and data model, Foundation Objects and Generic Objects (MDF), position management, event/event-reason derivation, Role-Based Permissions (RBP), business rules engine, workflow configuration, data import/export, Integration Center, SAP BTP/CPI integration with S/4HANA, and reporting via Story and People Analytics — aligned with the SAP Certified Application Associate — SuccessFactors Employee Central Core exam.
- Salesforce AdministratorCertification-grade assessment covering the full Salesforce Certified Administrator and Advanced Administrator exam domains: org setup, user management, security and access model, data modelling, automation with Flow Builder and approval processes, reports and dashboards, AppExchange, sandboxes, change sets, and Lightning experience — aligned with Salesforce's official exam outlines for both the ADM-201 and ADV-201 credentials.
- Salesforce Developer (Apex & LWC)Certification-grade assessment covering the full Salesforce developer stack: Apex language fundamentals, governor limits and bulkification, trigger frameworks, Lightning Web Components (LWC), REST/SOAP callouts, platform events, and source-driven deployment with SFDX — aligned with the Salesforce Platform Developer I and II exams.
- ServiceNow AdministrationCertification-grade assessment covering the full ServiceNow Certified System Administrator (CSA) exam blueprint: Now Platform architecture, data model and CMDB, user administration and security controls, process automation with Flow Designer and business rules, ITSM applications and Service Catalog design, and platform reporting, update set management, and instance upgrade procedures. Prepares candidates for the official CSA examination and day-to-day system administrator responsibilities on any ServiceNow instance.
- ServiceNow DeveloperCertification-grade assessment covering the full ServiceNow application development lifecycle: scoped application architecture, server-side GlideRecord scripting, client-side APIs, Service Portal and UI Builder experience design, REST/SOAP integrations and Flow Designer automation, and security/ACL design through Automated Test Framework and ALM — aligned with the ServiceNow Certified Application Developer (CAD) exam blueprint.
- Workday HCMCertification-grade assessment covering the full Workday HCM platform, aligned with the Workday Pro HCM and HCM Core certification tracks: foundational tenant configuration (organizations, staffing models, jobs and positions, effective dating), worker data management and staffing transactions, the Business Process Framework (approvals, routing, delegation, security policies), domain and segmented security, compensation packages and benefit plan administration, and Workday reporting tools including Report Writer, calculated fields, EIB, and Workday Studio web services.
Supply Chain & Logistics
- Cold Chain LogisticsComprehensive cold chain logistics assessment covering temperature-controlled supply chain fundamentals, refrigerated storage and warehousing, refrigerated transport, temperature monitoring and IoT, compliance and quality, risk and excursion management, and performance and sustainability.
- Freight Forwarding & Customs BrokerageComprehensive freight forwarding and customs brokerage assessment covering the forwarder role and transport modes, ocean and air freight, customs brokerage, documentation and Incoterms 2020, pricing and procurement, operations and visibility, and value-added services and risk.
- Import/Export & CustomsComprehensive global trade assessment covering international trade fundamentals, Incoterms 2020 and sales contracts, HS classification and customs valuation, customs procedures and clearance, trade compliance and export controls, duties and trade agreements, and trade documentation.
- Last-Mile Delivery OperationsComprehensive last-mile delivery operations assessment covering last-mile fundamentals, delivery network and hubs, routing and dispatch, fleet and gig workforce, customer experience and returns, technology and automation, and cost and performance.
- Logistics Network DesignComprehensive logistics network design assessment covering network design fundamentals, facility location and DC siting, flow and inventory positioning, network modeling and optimization, transportation strategy, cost and service trade-offs, and resilience and sustainability.
- Maritime & Shipping OperationsComprehensive maritime and shipping operations assessment covering shipping fundamentals, chartering and freight, vessel operations, cargo operations and documentation, regulation and compliance, marine risk and insurance, and sustainability and decarbonization.
- Port & Terminal OperationsComprehensive port and terminal operations assessment covering port and terminal fundamentals, vessel and berth operations, yard and container operations, gate and landside operations, commercial and demurrage, terminal systems and automation, and safety, security and sustainability.
- Procurement & Vendor ManagementComprehensive procurement assessment covering the full procure-to-pay lifecycle, strategic sourcing, supplier relationship management, contract negotiation, category management, procurement technology, and executive procurement leadership.
- Reverse LogisticsComprehensive reverse logistics assessment covering returns fundamentals, returns management, processing and disposition, reverse network design, circular economy and sustainability, value recovery and secondary markets, and performance analytics.
- S&OP and Demand & Supply PlanningComprehensive Sales & Operations Planning assessment covering planning fundamentals, demand planning, supply planning, the S&OP process, inventory and service planning, integrated business planning, and planning analytics and performance.
- Supply Chain ManagementComprehensive supply chain management assessment covering fundamentals, procurement, logistics, demand planning, risk management, digital transformation, and strategic network design.
- Third-Party LogisticsComprehensive third-party logistics (3PL/4PL) assessment covering outsourced logistics fundamentals, sourcing and RFP, contracts and pricing, SLA and performance management, control tower and visibility, relationship and governance, and value creation and optimization.
- Transportation & Fleet ManagementComprehensive transportation and fleet management assessment covering transportation modes and networks, fleet operations and maintenance, route planning and optimization, carrier and vendor management, cost management and TMS, and telematics and fleet technology.
- Warehouse & Logistics ManagerManaging warehouse operations, inventory control, and logistics efficiency. Optimizing throughput and cost while maintaining safety standards.
Emerging Technology
- AR/VR DevelopmentComprehensive AR/VR development assessment covering XR fundamentals, 3D mathematics, Unity and Unreal Engine XR development, WebXR, spatial computing, hand and eye tracking, gesture recognition, spatial audio, interaction design, locomotion, performance optimization, multiplayer XR, Apple Vision Pro, Meta Quest, and accessibility in immersive experiences.
- Blockchain & Web3 DevelopmentComprehensive blockchain and Web3 assessment covering distributed ledger fundamentals, consensus mechanisms, Solidity smart contracts, smart contract security, DeFi protocols, NFT standards, Web3 frontend integration, Layer 2 scaling, cross-chain bridges, DAO governance, and decentralized storage.
- Edge ComputingComprehensive Edge Computing assessment covering cloud-to-edge continuum, architecture patterns, CDN and edge delivery, serverless edge functions, edge AI/ML inference, containerization at the edge, stream processing, edge security, 5G/MEC, hybrid architectures, and industrial IoT use cases.
- IoT EngineeringComprehensive IoT Engineering assessment covering IoT architecture and protocols (MQTT, CoAP, AMQP), embedded systems, sensor integration, networking (LoRaWAN, BLE, Zigbee, NB-IoT), cloud platforms (AWS IoT Core, Azure IoT Hub), device management, security, data ingestion, edge computing, digital twins, and industrial IoT.
Banking & Capital Markets
- Banking RegulationsComprehensive banking regulations assessment covering prudential frameworks, Basel III capital and liquidity requirements, Dodd-Frank and US regulation, MiFID II and EU regulation, prudential supervision, and expert regulatory strategy.
- Capital Markets & TradingComprehensive capital markets assessment covering fixed income, equities, derivatives, risk management, trading strategies, regulatory compliance, and cross-asset expertise.
- Credit Risk AnalystComprehensive credit risk assessment covering credit fundamentals, financial spreading, scoring models, loan structuring, portfolio risk management, regulatory capital, and advanced credit risk topics.
- Investment Banking AnalystComprehensive investment banking assessment covering financial statement analysis, valuation methodologies, M&A process, capital markets, deal execution, industry coverage, and IB leadership.
- Quantitative FinanceComprehensive quantitative finance assessment covering stochastic calculus, derivatives pricing, fixed income modeling, risk modeling, statistical methods, numerical methods, and expert quant topics.
- Treasury & Liquidity ManagementComprehensive treasury management assessment covering cash management, liquidity planning, debt and capital management, risk hedging with derivatives, investment management, banking relationships, treasury technology, and strategic treasury leadership.
Insurance
- Actuarial ScienceComprehensive actuarial science assessment covering probability and statistics, life contingencies, property and casualty insurance, financial mathematics, pricing and product design, enterprise risk management, and expert actuarial topics including IFRS 17 and stochastic modeling.
- Claims ManagementComprehensive claims management assessment covering FNOL through resolution, property and casualty claims handling, litigation management, fraud detection, and claims leadership.
- Insurance RegulationsComprehensive insurance regulation assessment covering regulatory frameworks, Solvency II, IFRS 17 accounting, US state-based regulation, consumer protection, market conduct, regulatory reporting, and expert regulatory strategy.
- Insurance UnderwritingComprehensive insurance underwriting assessment covering fundamentals, risk assessment, commercial and specialty lines, pricing and rating, reinsurance, and expert portfolio management.
- Reinsurance SpecialistComprehensive reinsurance assessment covering treaty and facultative structures, catastrophe modeling, pricing and reserving, retrocession, insurance-linked securities, and strategic portfolio optimization.
Operations
- Delivery Lead / Service Delivery ManagerOwn end-to-end client delivery in a services or professional-services business. Master SOW reading and scope discipline, client communication rhythms, resource and utilization planning, risk and escalation management, billing alignment with change orders, and delivery quality with expansion handback. In a services business, the Delivery Lead is the growth engine — scope leaks, missed escalations, and weak retros all compound into margin loss and churn.
- Food Safety & TraceabilityComprehensive food safety and traceability assessment covering food safety fundamentals, HACCP and preventive controls, standards and certification, traceability systems, supply chain and supplier assurance, quality management and testing, and regulatory compliance and recalls.
- Franchise ManagementComprehensive franchise management assessment covering franchising fundamentals, franchise development, operations and standards, franchisee support, unit economics and finance, relationship and governance, and growth and multi-unit expansion.
- Hospitality ManagerLeading hospitality operations with focus on guest experience and service excellence. Managing F&B, lodging, or event venues.
- Quality Assurance ManagerLeading quality assurance functions, compliance management, and continuous improvement. Building quality-first culture across testing, defect management, process improvement, risk mitigation, and team leadership.
Energy & Utilities
- Energy ProcurementComprehensive corporate and industrial energy procurement assessment covering energy procurement fundamentals, supply contracts, price risk and hedging, renewable procurement, demand and efficiency, sustainability and reporting, and supplier and performance management.
- Energy Transition & Carbon MarketsGlobal assessment of the energy transition and carbon markets, covering decarbonization fundamentals, compliance carbon markets, voluntary carbon markets, carbon projects and MRV, corporate decarbonization, climate and transition finance, and policy and strategy.
- Oil & Gas Upstream OperationsComprehensive oil and gas upstream assessment covering fundamentals, exploration and appraisal, drilling and completions, production operations, facilities and processing, HSE and integrity, and economics and decommissioning.
- Power Generation & Utility OperationsComprehensive power generation and utility operations assessment covering power system fundamentals, generation technologies, plant operations and maintenance, transmission and distribution, power markets and dispatch, regulation and compliance, and performance and modernization.
- Renewable Energy Project DevelopmentComprehensive renewable energy project development assessment covering renewable energy fundamentals, site origination and resource assessment, permitting and interconnection, commercial structuring and PPAs, project finance and economics, engineering procurement and construction, and operations and asset management.
Retail & Consumer
- Loss Prevention & Asset ProtectionComprehensive loss prevention and asset protection assessment covering loss prevention fundamentals, theft and fraud, investigations and case management, LP technology, safety and risk management, operational controls, and analytics and strategy.
- Merchandising & Category ManagementComprehensive merchandising and category management assessment covering merchandising fundamentals, assortment planning, buying and vendor management, pricing and promotions, inventory and allocation, the category management process, and merchandising analytics and performance.
- Omnichannel & Retail MediaComprehensive omnichannel and retail media assessment covering omnichannel fundamentals, fulfillment models, unified inventory and order management, digital customer experience, retail media networks, data and measurement, and strategy and operating model.
- Retail Store ManagerManaging retail operations, sales teams, and customer experience. Optimizing store performance and customer satisfaction through operational excellence, team development, and strategic financial management.
- Retail Store OperationsComprehensive retail store operations assessment covering store operations fundamentals, workforce and labor, in-store inventory and replenishment, retail execution and merchandising, customer service and experience, shrink and compliance, and performance and multi-store management.
Customer Operations
- Account ManagerComprehensive Account Manager assessment covering account management foundations, relationship building, account planning, expansion and renewals, strategic accounts, and account management leadership.
- Customer SupportComprehensive Customer Support assessment covering support foundations, ticket management and SLAs, technical troubleshooting, customer experience and escalations, scaling via knowledge and automation, and support leadership.
- Field ServiceComprehensive Field Service assessment covering field service foundations, dispatch and scheduling, on-site execution and FTFR, customer relationships in the field, field operations and safety, and strategic field service leadership.
Customer Success
- Customer Onboarding & ImplementationDrive time-to-value and go-live readiness for new customers. Master sales-to-CS handoff, kickoff design, TTV milestone planning, technical configuration, data migration, training delivery, UAT and cutover execution, and early-warning health signals. A customer who doesn't onboard doesn't renew — this path turns closed-won deals into adopted, healthy, renewing customers.
- Customer Support OperationsRun customer support as a churn-prevention engine. Master ticket triage, SLA and queue management, escalation craft, CSAT/CES measurement, self-service and knowledge base design, and omnichannel operations with AI/chatbot collaboration — so support becomes the cheapest retention lever in the business.
- Director of Customer SuccessAssesses the ability to lead customer success teams, build scalable CS programs, and drive retention/expansion at organizational level.
Design & UX
- UX & Product DesignAssesses UX and product design competencies from user research and information architecture to interaction design, visual design systems, product thinking, design leadership, and expert UX strategy.
- UX ResearchComprehensive UX Research assessment covering research fundamentals, qualitative and quantitative methods, usability testing, heuristic evaluation, accessibility research, research strategy, mixed methods, stakeholder management, research operations, and research democratization.
Learning & Development
- Instructional DesignerComprehensive Instructional Designer assessment covering learning science, analysis and design, content development, learning technologies, evaluation and iteration, and program leadership.
- Learning ArchitectComprehensive Learning Architect assessment covering enterprise learning strategy, capability mapping, learning ecosystem design, data and analytics, change and adoption, and enterprise learning leadership.
- Training SpecialistComprehensive Training Specialist assessment covering needs analysis, facilitation, assessment design, digital and blended delivery, learning impact, and consultative training partnering.
Mobile Development
- Kotlin & Android DevelopmentComprehensive Kotlin and Android assessment covering Kotlin language fundamentals, object-oriented and functional programming, Android components and lifecycle, Jetpack Compose UI, coroutines and data persistence, app architecture, testing, and publishing.
- Mobile Cross-Platform EngineerAssesses cross-platform mobile development with React Native and Flutter — shared codebase strategies, native bridging, and mobile UX. Covers fundamentals, state management, native integration, performance optimization, testing, distribution, and architecture at scale.
- Swift & iOS DevelopmentComprehensive Swift and iOS assessment covering language fundamentals, object-oriented and protocol-oriented programming, SwiftUI and UIKit, concurrency with async/await and actors, data persistence, networking, app architecture patterns, testing, and app distribution.
Healthcare
- Healthcare AdministrationComprehensive healthcare administration assessment covering healthcare delivery systems, revenue cycle management, regulatory compliance, quality and patient safety, operations management, health information management, and expert healthcare leadership including value-based care and population health.
- Pharmaceutical Drug KnowledgeStarter assessment for drug knowledge — classes and mechanisms, pharmacokinetics, dosing, interactions, adverse effects, contraindications, and patient counseling. Clone it and attach your own formulary or SOPs to ground questions in your actual products.
Real Estate
Legal
Hiring & Talent
Leadership
- Agile CoachingComprehensive agile coaching assessment covering agile fundamentals, Scrum and Kanban frameworks, coaching and facilitation techniques, agile metrics and flow optimization, organizational transformation, and advanced coaching practices for enterprise agility.
- Remote Team ManagementComprehensive assessment of remote team management covering asynchronous communication, distributed team building, virtual onboarding, remote performance management, time zone coordination, collaboration tools, digital workplace culture, hybrid team management, and remote leadership presence.
Professional Skills
APIs & Integration
Engineering
- Clean Code & RefactoringComprehensive assessment covering clean code principles, meaningful naming, function design, code smells, refactoring techniques, SOLID principles, testing practices, technical debt management, and large-scale refactoring strategies. Emphasizes practical application and tradeoff analysis.
- Design PatternsComprehensive assessment covering the Gang of Four design patterns, SOLID principles, and pattern anti-patterns. Covers creational, structural, and behavioral patterns with emphasis on practical application, tradeoff analysis, and knowing when NOT to apply a pattern.
- Designing Data-Intensive ApplicationsMaster the principles, patterns, and trade-offs in designing reliable, scalable, and maintainable data systems. Cover database fundamentals, data models, indexing, replication, consistency, partitioning, and stream processing.
- Distributed Systems EngineeringComprehensive distributed systems assessment covering consistency models, replication strategies, scalability patterns, fault tolerance, storage engines, and distributed transactions. Based on Designing Data-Intensive Applications (Kleppmann).
- Domain-Driven DesignComprehensive assessment covering Domain-Driven Design principles from Eric Evans and Vaughn Vernon. Covers strategic design (bounded contexts, context mapping, ubiquitous language), tactical patterns (aggregates, entities, value objects, domain events), domain modeling, CQRS/Event Sourcing, and DDD application in microservices and legacy modernization.
- Engineering Team LeadTechnical leadership of engineering teams without formal P&L. Mentoring, code quality, and team dynamics.
- Fundamentals of Software ArchitectureMaster the core principles, patterns, and decision-making frameworks for designing scalable, maintainable software systems. Based on Ford & Richards' foundational work, covering architecture styles, characteristics, deployment, and evolution.
- Microservices ArchitectureComprehensive assessment covering microservices design, service decomposition, communication patterns, data management, resilience engineering, and production operations. Covers Sam Newman's core principles from Building Microservices through expert-level operational practices.
- Site Reliability EngineeringComprehensive SRE assessment covering reliability principles, SLIs/SLOs/SLAs, monitoring and observability, incident management, capacity planning, fault tolerance, infrastructure automation, chaos engineering, and SRE organizational strategy.
- Software Architecture FundamentalsComprehensive assessment covering software architecture thinking, patterns, quality attributes, distributed systems design, architectural decision-making, and architecture leadership. Covers foundational principles through expert-level evolutionary architecture and technology strategy.
- Staff/Principal EngineerAssesses IC leadership skills at Staff+ level — technical strategy, cross-team impact, organizational influence, and architectural stewardship. Covers the breadth of skills expected from engineers who multiply their impact across an entire organization.
- Team TopologiesOrganizing business and technology teams for fast flow, based on Matthew Skelton and Manuel Pais. Covers Conway's Law, cognitive load, the four fundamental team types, the three interaction modes, team-first thinking, fracture planes, platforms, and evolving topologies.
Admin & Operations
- Business Operations AnalystComprehensive BizOps Analyst assessment covering data and insights, process analysis, process improvement, tooling and automation, cross-functional programs, and strategic operations.
- Executive AssistantComprehensive executive assistant assessment covering calendar and communications, executive support, project coordination, stakeholder liaison, confidential operations, and chief-of-staff capabilities.
- Office ManagerComprehensive office manager assessment covering workplace operations, vendor and supplies management, facilities, employee experience, operational excellence, and strategic workplace leadership.
Compliance
Business Operations
Digital Commerce
Marketing Events
Product Design
Product Research
Agriculture & Agribusiness
- Agribusiness ManagementComprehensive agribusiness management assessment covering agribusiness fundamentals, production and farm operations, agri supply chain and logistics, agricultural finance and risk, markets and commercialization, sustainability and compliance, and farm business management.
- Agronomy & Crop ProductionComprehensive agronomy and crop production assessment covering agronomy fundamentals, soil and nutrient management, cropping systems, water and irrigation management, crop protection, yield and harvest management, and sustainable and regenerative agronomy.
- Livestock & Animal ProductionComprehensive livestock and animal production assessment covering production fundamentals, animal nutrition and feed, animal health and veterinary practice, genetics and breeding, welfare and housing, operations and productivity, and sustainability and compliance.
- Precision AgricultureComprehensive precision agriculture and AgTech assessment covering precision ag fundamentals, remote sensing and imagery, farm data and platforms, variable-rate technology, guidance and smart machinery, ag analytics and decision support, and technology adoption and ROI.
Mining & Metals
- Geology & Mineral ExplorationComprehensive geology and mineral exploration assessment covering geology fundamentals, ore deposits and mineral systems, exploration methods, drilling and sampling, resource estimation, reporting and compliance, and project economics and evaluation.
- Mine Health, Safety, Environment & Tailings ManagementComprehensive assessment of mining HSE covering risk and hazard fundamentals, occupational safety and fatality prevention, tailings storage facility and dam safety (GISTM), environmental management, emergency and crisis response, regulatory compliance and ICMM standards, and HSE performance and assurance.
- Mineral Processing & MetallurgyComprehensive mineral processing and metallurgy assessment covering ore characterization and flowsheets, comminution, separation and concentration, hydrometallurgy, pyrometallurgy, dewatering and tailings, and process control and optimization.
- Mining OperationsComprehensive mining operations assessment covering mining fundamentals, mine planning and scheduling, production operations, processing and materials handling, health safety and environment, asset management and maintenance, and cost and performance management.
Commodities Trading
- Energy TradingComprehensive energy trading assessment covering power and gas market fundamentals, physical trading, derivatives and hedging, market analysis, trading strategies, risk management, and operations and compliance.
- Grain Origination & Ag TradingComprehensive grain origination and agricultural trading assessment covering origination fundamentals, farmer procurement and contracts, storage and logistics, trading and merchandising, price risk and hedging, quality and grading, and markets and export.
- Physical Commodity OperationsComprehensive physical commodity operations assessment covering physical commodity fundamentals, logistics and transport, quality inspection and specifications, contracts and Incoterms, operations documentation and settlement, and operational and counterparty risk.